White Paper

A Practical Guide to Harnessing the HAR Volatility Model

July 10, 2019

The standard heterogeneous autoregressive (HAR) model is a popular benchmark for forecasting return volatility. Adam Clements and Daniel P. A. Preve explain how how the predictive accuracy of HAR depends, in part on the market practitioner’s choice of estimator and forecasting scheme.